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PIMKL: Pathway-Induced Multiple Kernel Learning

Reliable identification of molecular biomarkers is essential for accurate patient stratification. While state-of-the-art machine learning approaches for sample classification continue to push boundaries in terms of performance, most of these methods are not able to integrate different data types and...

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Bibliographic Details
Published in:NPJ Syst Biol Appl
Main Authors: Manica, Matteo, Cadow, Joris, Mathis, Roland, Rodríguez Martínez, María
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2019
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6401099/
https://ncbi.nlm.nih.gov/pubmed/30854223
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41540-019-0086-3
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